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Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Projects
A list of projects I’ve worked on, either for school or for fun.
Posts
projects
Handwritten Mathematical Expression Recognition
Designing a deep learning model based on the transformer architecture to read the image of a mathematical expression and convert it to LateX.
Personal Research on Deep Neural Network Optimization
Creation of novel optimization algorithms for optimizing deep neural networks.
Personal Research on Nonlinear Least Squares
Creation of novel optimization algorithms for solving nonlinear least squares problems.
[Contest] Protein Function Prediction
A Kaggle challenge about predicting the function of proteins from their sequences and 3D structure.
[Internship at INRIA] Robust PCA for Traffic Prediction
Design of an algorithm for noise extraction inspired by Robust Principal Component Analysis, during a short research internship at INRIA.
[Contest] Swarm Rescue Challenge
A 6-month team contest about controlling drones to rescue people in a collapsed building, where we won the 1st prize!
Reinforcement Learning for Solving Variable Order MDPs
Research project about designing an efficient RL algorithm for Markov decision processes of variable order.